Expectation propagation: a probabilistic view of Deep Feed Forward Networks. - Mirco Milletarí; Thiparat Chotibut; Paolo E. Trevisanutto (CoRR, 2018)

The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one. - Thiparat Chotibut; Fryderyk Falniowski; Michal Misiurewicz; Georgios Piliouras (CoRR, 2019)

Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models. - Tushar Vaidya; Thiparat Chotibut; Georgios Piliouras (CoRR, 2019)

Biologically Plausible Sequence Learning with Spiking Neural Networks. - Zuozhu Liu; Thiparat Chotibut; Christopher Hillar; Shaowei Lin (AAAI, 2020)

The route to chaos in routing games: When is price of anarchy too optimistic? - Thiparat Chotibut; Fryderyk Falniowski; Michal Misiurewicz; Georgios Piliouras (NeurIPS, 2020)

Follow-the-Regularized-Leader Routes to Chaos in Routing Games. - Jakub Bielawski; Thiparat Chotibut; Fryderyk Falniowski; Grzegorz Kosiorowski; Michal Misiurewicz; Georgios Piliouras (ICML, 2021)

Quantum diffusion map for nonlinear dimensionality reduction. - Apimuk Sornsaeng; Ninnat Dangniam; Pantita Palittapongarnpim; Thiparat Chotibut (CoRR, 2021)

Explainable Natural Language Processing with Matrix Product States. - Jirawat Tangpanitanon; Chanatip Mangkang; Pradeep Bhadola; Yuichiro Minato; Dimitris G. Angelakis; Thiparat Chotibut (CoRR, 2021)

Unpredictable dynamics in congestion games: memory loss can prevent chaos. - Jakub Bielawski; Thiparat Chotibut; Fryderyk Falniowski; Michal Misiurewicz; Georgios Piliouras (CoRR, 2022)

StrainNet: Predicting crystal structure elastic properties using SE(3)-equivariant graph neural networks. - Teerachote Pakornchote; Annop Ektarawong; Thiparat Chotibut (CoRR, 2023)

Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling. - Teerachote Pakornchote; Natthaphon Choomphon-anomakhun; Sorrjit Arrerut; Chayanon Atthapak; Sakarn Khamkaeo; Thiparat Chotibut; Thiti Bovornratanaraks (CoRR, 2023)

Dissipation alters modes of information encoding in small quantum reservoirs near criticality. - Krai Cheamsawat; Thiparat Chotibut (CoRR, 2024)

Quantum next generation reservoir computing: an efficient quantum algorithm for forecasting quantum dynamics. - Apimuk Sornsaeng; Ninnat Dangniam; Thiparat Chotibut (Quantum Mach. Intell., 2024)

Practical Quantum Circuit Implementation for Simulating Coupled Classical Oscillators. - Natt Luangsirapornchai; Peeranat Sanglaor; Apimuk Sornsaeng; Stéphane Bressan; Thiparat Chotibut; Kamonluk Suksen; Prabhas Chongstitvatana (IEEE Access, 2025)

Interval maps mimicking circle rotations. - Jakub Bielawski; Thiparat Chotibut; Fryderyk Falniowski; Michal Misiurewicz; Georgios Piliouras (Commun. Nonlinear Sci. Numer. Simul., 2025)

CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks. - Krit Tangsongcharoen; Teerachote Pakornchote; Chayanon Atthapak; Natthaphon Choomphon-anomakhun; Annop Ektarawong; Björn Alling; Christopher Sutton; Thiti Bovornratanaraks; Thiparat Chotibut (CoRR, 2025)

A unifying account of warm start guarantees for patches of quantum landscapes. - Hela Mhiri; Ricard Puig-i-Valls; Sacha Lerch; Manuel S. Rudolph; Thiparat Chotibut; Supanut Thanasilp; Zoë Holmes (CoRR, 2025)

Role of scrambling and noise in temporal information processing with quantum systems. - Weijie Xiong; Zoë Holmes; Armando Angrisani; Yudai Suzuki; Thiparat Chotibut; Supanut Thanasilp (CoRR, 2025)

Connecting phases of matter to the flatness of the loss landscape in analog variational quantum algorithms. - Kasidit Srimahajariyapong; Supanut Thanasilp; Thiparat Chotibut (CoRR, 2025)

Correction to: Quantum next generation reservoir computing: an efficient quantum algorithm for forecasting quantum dynamics. - Apimuk Sornsaeng; Ninnat Dangniam; Thiparat Chotibut (Quantum Mach. Intell., 2025)

On fundamental aspects of quantum extreme learning machines. - Weijie Xiong; Giorgio Facelli; Mehrad Sahebi; Owen Agnel; Thiparat Chotibut; Supanut Thanasilp; Zoë Holmes (Quantum Mach. Intell., 2025)